{"id":"W4389298070","doi":"10.48175/ijarsct-14012","title":"Review on Natural Colorants Used in Cosmetic","year":2023,"lang":"en","type":"article","venue":"International Journal of Advanced Research in Science Communication and Technology","topic":"Botanical Research and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montfort Hospital","funders":"","keywords":"Cosmetics; Polyphenol; Curcumin; Chemistry; Nanotechnology; Biochemical engineering; Polymer science; Organic chemistry; Engineering; Materials science; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003721944,0.00005206131,0.0001330731,0.0005164102,0.0001326314,0.00004825089,0.001779309,0.00004398553,0.00001932792],"category_scores_gemma":[0.002549531,0.00002431411,0.00002070814,0.004786942,0.0009099037,0.0002384785,0.0004084381,0.0007356895,0.00002054065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001314314,"about_ca_system_score_gemma":0.00006844514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000169778,"about_ca_topic_score_gemma":0.00025185,"domain_scores_codex":[0.9983357,0.0001486238,0.0003254439,0.0001608584,0.0007492704,0.0002801024],"domain_scores_gemma":[0.9979573,0.0009783776,0.00009939689,0.0001230745,0.0007648368,0.00007704223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007145133,0.0001835984,0.005051359,0.0000115216,0.000004291427,0.00003029162,0.00003189441,0.00001552212,0.1936165,0.01549404,0.0003674778,0.7851221],"study_design_scores_gemma":[0.003128749,0.001959586,0.5443307,0.009429567,0.00000407056,0.0002114629,0.004252584,0.002792921,0.01739233,0.2919967,0.1239691,0.0005322838],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902753,0.003636816,5.701426e-7,0.1055309,0.00004860378,0.0002016341,0.000003063063,0.00001571252,0.0002874168],"genre_scores_gemma":[0.9562019,0.04339624,0.0001549421,0.0001777666,0.00001139242,0.00002756358,0.000003118735,5.704471e-7,0.00002653646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7845898,"threshold_uncertainty_score":0.3352578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154005607674168,"score_gpt":0.4703684452485991,"score_spread":0.3549678844811823,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}